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| Issue Date | Title | Author(s) |
| Jan-2012 | The Copula Echo State Network | Chatzis, Sotirios P. ; Demiris, Yiannis |
| 1-Sep-2012 | The Echo State Conditional Random Field Model for Sequential Data Modeling | Chatzis, Sotirios P. ; Demiris, Yiannis |
| Sep-2011 | Echo state Gaussian process | Demiris, Yiannis ; Chatzis, Sotirios P. |
| Oct-2013 | The Infinite-Order Conditional Random Field Model for Sequential Data Modeling | Chatzis, Sotirios P. ; Demiris, Yiannis |
| Jun-2012 | A Nonparametric Bayesian Approach Toward Robot Learning by Demonstration | Chatzis, Sotirios P. ; Korkinof, Dimitrios ; Demiris, Yiannis |
| Dec-2012 | Nonparametric Mixtures of Gaussian Processes With Power-Law Behavior | Demiris, Yiannis ; Chatzis, Sotirios P. |
| 2011 | The one-hidden layer non-parametric Bayesian kernel machine | Korkinof, Dimitrios ; Demiris, Yiannis ; Chatzis, Sotirios P. |
| 19-Jun-2012 | A Quantum-Statistical Approach Toward Robot Learning by Demonstration | Chatzis, Sotirios P. ; Korkinof, Dimitrios ; Demiris, Yiannis |
| May-2012 | A Reservoir-driven non-stationary hidden markov model | Demiris, Yiannis ; Chatzis, Sotirios P. |
| 15-Jun-2012 | A Sparse Nonparametric Hierarchical Bayesian Approach Towards Inductive Transfer for Preference Modeling | Chatzis, Sotirios P. ; Demiris, Yiannis |
| 2012 | A spatially-constrained normalized gamma process for data clustering | Korkinof, Dimitrios ; Demiris, Yiannis ; Chatzis, Sotirios P. |
| 1-Dec-2012 | A Spatially-constrained Normalized Gamma Process Prior | Korkinof, Dimitrios ; Demiris, Yiannis ; Chatzis, Sotirios P. |
